Triple

T9245172
Position Surface form Disambiguated ID Type / Status
Subject Sander Dieleman E222172 entity
Predicate notableWork P4 FINISHED
Object Kaggle National Data Science Bowl solution
The Kaggle National Data Science Bowl solution is a prize-winning deep learning approach for classifying plankton images that helped popularize convolutional neural networks and advanced data augmentation techniques in competitive data science.
E786389 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Kaggle National Data Science Bowl solution | Statement: [Sander Dieleman, notableWork, Kaggle National Data Science Bowl solution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kaggle National Data Science Bowl solution
Context triple: [Sander Dieleman, notableWork, Kaggle National Data Science Bowl solution]
  • A. Open Data Lab
    Open Data Lab is a World Wide Web Foundation initiative that supports the use of open data to drive social impact, innovation, and better governance, particularly in developing countries.
  • B. BIME Analytics
    BIME Analytics is a cloud-based business intelligence and data visualization platform known for enabling companies to analyze and report on customer and operational data.
  • C. Datalore
    Datalore is JetBrains’ collaborative data science and analytics platform that combines notebooks, computation, and team features for working with code and data in the cloud.
  • D. Iron Viz competition
    The Iron Viz competition is a premier live data visualization contest where top Tableau users compete on stage to build compelling dashboards in a limited time.
  • E. Turi Create
    Turi Create is an open-source Python library from Apple that simplifies building, training, and deploying machine learning models, especially for use with Apple’s Core ML framework.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kaggle National Data Science Bowl solution
Triple: [Sander Dieleman, notableWork, Kaggle National Data Science Bowl solution]
Generated description
The Kaggle National Data Science Bowl solution is a prize-winning deep learning approach for classifying plankton images that helped popularize convolutional neural networks and advanced data augmentation techniques in competitive data science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kaggle National Data Science Bowl solution
Target entity description: The Kaggle National Data Science Bowl solution is a prize-winning deep learning approach for classifying plankton images that helped popularize convolutional neural networks and advanced data augmentation techniques in competitive data science.
  • A. Open Data Lab
    Open Data Lab is a World Wide Web Foundation initiative that supports the use of open data to drive social impact, innovation, and better governance, particularly in developing countries.
  • B. BIME Analytics
    BIME Analytics is a cloud-based business intelligence and data visualization platform known for enabling companies to analyze and report on customer and operational data.
  • C. Datalore
    Datalore is JetBrains’ collaborative data science and analytics platform that combines notebooks, computation, and team features for working with code and data in the cloud.
  • D. Iron Viz competition
    The Iron Viz competition is a premier live data visualization contest where top Tableau users compete on stage to build compelling dashboards in a limited time.
  • E. Turi Create
    Turi Create is an open-source Python library from Apple that simplifies building, training, and deploying machine learning models, especially for use with Apple’s Core ML framework.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca83ee26cc81909ac624e190597d6d completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cd03efaa748190973916bd790f6e3a completed April 1, 2026, 11:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69d077f14804819098f443a2517ad461 completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d07933d26c81909257a4e6a5fe1c6e completed April 4, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69d079ed3eb48190b410934b809ebc3d completed April 4, 2026, 2:39 a.m.
Created at: March 30, 2026, 7:30 p.m.